Songrun Xie 
Work Email: sory.xie [at] gmail [dot] com
Bio
I am Songrun Xie (谢松润), a senior student in Computer Science at Tongji University. I am generally interested in distributed systems and machine learning systems. Recently, I have been working on improving the efficiency and scalability of machine learning systems by optimizing communication and caching strategies, as well as enhancing operator performance. I was fortunately advised by and maintain a close connection with Prof. Fan Lai and Prof. Lingming Zhang at UIUC.
Research Interest
Machine Learning Systems (MLSys)
Developing innovative methodologies to enhance the performance and scalability of machine learning systems.
Distributed Systems
Focusing on foundational challenges in distributed systems, including:
- Designing efficient task scheduling for resource-intensive and dynamic workloads
- Developing fault-tolerant and resource-aware frameworks for large-scale distributed environments
Cloud Systems
Exploring innovative approaches in cloud computing, with emphasis on:
- Optimizing memory and communication paradigms to reduce latency and improve bandwidth efficiency
Education
Tongji University
Sept. 2021 -- June 2025
B.Eng. in Computer Science
Publications & Manuscripts
Morpheus: High-Throughput Framework of Diffusion Model with Distributed Cache Scheduling
Songrun Xie, Chengsong Zhang, Ping He, Songhao Zhang, Zhengzhong Tu, Fan Lai.
Evaluating Language Models for Efficient Code Generation
Jiawei Liu, Songrun Xie, Junhao Wang, Yuxiang Wei, Yifeng Ding, Lingming Zhang
CoLM 2024 arXiv Code Project Page
Experience
GAEA Lab, University of Illinois Urbana-Champaign
Apr. 2024 - Now
Research Intern
iSE Lab, University of Illinois Urbana-Champaign
Apr. 2023 - Mar. 2024
Research Intern
ByteDance
May. 2023 - Oct. 2023
Research intern